Triple
T36378438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Kushner |
E895973
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | public health historian |
C20418
|
CONCEPT FINISHED |
How this triple was built (1 step)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: public health historian Context triple: [Howard Kushner, instanceOf, public health historian]
-
A.
medical historian
chosen
A medical historian is a scholar who researches, analyzes, and interprets the development of medical knowledge, practices, institutions, and their social impacts across time.
-
B.
epidemiologist
An epidemiologist is a public health professional who studies the patterns, causes, and effects of health and disease conditions in populations to prevent and control outbreaks.
-
C.
public health official
A public health official is a professional responsible for protecting and improving community health through policy development, disease prevention, health education, and coordination of public health programs and responses.
-
D.
social historian
A social historian is a scholar who studies the lives, experiences, and interactions of ordinary people in the past, focusing on social structures, cultural practices, and everyday realities rather than solely on political events or elite figures.
-
E.
oral historian
An oral historian is a researcher who systematically collects, records, and interprets firsthand spoken accounts of past events and experiences to preserve and analyze historical memory.
- F. None of above.
Provenance (1 batch)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69f76e51d358819092bbc5f119f49476 |
completed | May 3, 2026, 3:48 p.m. |
Created at: May 3, 2026, 4:10 p.m.